☆ 4.4 Review

Addressing Global Environmental Challenges to Mental Health Using Population Neuroscience: A Review

JAMA PSYCHIATRY (2023)

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Article Neurosciences

Association of Long-term Exposure to Ambient Air Pollution With Cognitive Decline and Alzheimer?s Disease-Related Amyloidosis

Ya-Hui Ma et al.

Summary: This study found that long-term exposure to PM2.5 contributes to cognitive decline and affects neurobiological markers of Alzheimer's disease. Individuals exposed to high PM2.5 levels showed increased amyloid burdens, indicating an increased risk of AD. These findings have significant implications for understanding the relationship between cognitive health and air pollution.

BIOLOGICAL PSYCHIATRY (2023)

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Article Computer Science, Interdisciplinary Applications

Federated Analysis in COINSTAC Reveals Functional Network Connectivity and Spectral Links to Smoking and Alcohol Consumption in Nearly 2,000 Adolescent Brains

Harshvardhan Gazula et al.

Summary: With the growth of decentralized/federated analysis approaches in neuroimaging, the opportunities to study brain disorders using data from multiple sites has grown multi-fold. One such initiative is the Neuromark, a fully automated spatially constrained independent component analysis (ICA) that is used to link brain network abnormalities among different datasets, studies, and disorders while leveraging subject-specific networks.

NEUROINFORMATICS (2023)

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Article Biochemical Research Methods

Engineering brain assembloids to interrogate human neural circuits

Yuki Miura et al.

Summary: This article describes a method for generating human brain assembloids and studying neural circuits. By converting human pluripotent stem cells into brain region-specific organoids, which are then fused and integrated to form assembloids, complex cell-cell interactions, circuit formation, and maturation can be studied using self-organization. A series of assays, including viral labeling and retrograde tracing, 3D live imaging, and electrophysiology, are used to model and manipulate neural circuits in the assembloids. These approaches are valuable for understanding human-specific aspects of neural circuit assembly and modeling neurodevelopmental disorders.

NATURE PROTOCOLS (2022)

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Review Computer Science, Interdisciplinary Applications

Federated Analysis of Neuroimaging Data: A Review of the Field

Kelly Rootes-Murdy et al.

Summary: The field of neuroimaging has embraced data sharing for collaborative advancement, with a recent emphasis on collaborative frameworks for large-scale federated data analysis to address challenges in sharing protected health information (PHI) while maintaining subject privacy.

NEUROINFORMATICS (2022)

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Article Computer Science, Interdisciplinary Applications

ENIGMA plus COINSTAC: Improving Findability, Accessibility, Interoperability, and Re-usability

Jessica A. Turner et al.

Summary: The application of the FAIR principles to clinical and neuroimaging data aims to make research products findable, accessible, interoperable, and reusable. ENIGMA and COINSTAC platforms combine technological approaches with sociological approaches to facilitate the use of machine-actionable data objects. Current efforts focus on improving access, interoperability, and reusability, with future plans to enhance findability and further connections to other resources.

NEUROINFORMATICS (2022)

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Article Biology

Charting brain growth and aging at high spatial precision

Saige Rutherford et al.

Summary: Defining reference models for population variation and studying individual deviations is crucial for understanding inter-individual variability and its relation to medical conditions. This study constructed a reference cohort of neuroimaging data and used normative modeling to analyze the lifespan trajectories of cortical thickness and subcortical volume. The models were validated and applied to a psychiatric sample, demonstrating their clinical value.

ELIFE (2022)

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Article Psychology, Biological

Global urbanicity is associated with brain and behaviour in young people

Jiayuan Xu et al.

Summary: Research shows correlations between urbanization and brain function, neuropsychology, and mental illness symptoms, with the most pronounced effects on the cerebellum and prefrontal cortex. Urbanization impacts brain structure and function, perspective-taking, and depression symptoms, with neural variables acting as mediators.

NATURE HUMAN BEHAVIOUR (2022)

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Review Biochemical Research Methods

Proteomics of human biological fluids for biomarker discoveries: technical advances and recent applications

Loic Dayon et al.

Summary: Biological fluids, such as blood and cerebrospinal fluid, are important samples for diagnostic testing and monitoring. Proteomic technologies have been used to identify protein biomarkers in these fluids, but with limited success. Recent advancements in technology and methodologies have allowed for better analysis of human biological fluids, and this review focuses on recent highlights in the field of proteomics using mass spectrometry. Despite being overshadowed by genomics, proteomic tools and methodologies have matured and are now better suited for discovering innovative and robust biofluid biomarkers.

EXPERT REVIEW OF PROTEOMICS (2022)

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Article Computer Science, Hardware & Architecture

A Low-Latency Communication Design for Brain Simulations

Xin Du et al.

Summary: This article discusses brain simulation and its application in large-scale computing, focusing on addressing low-latency communication issues in multi-GPU architectures. By proposing a partitioning algorithm and routing method, experimental results demonstrate the effectiveness of this approach in improving communication performance. The article also identifies research directions for low-latency communication design in brain simulations.

IEEE NETWORK (2022)

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Article Engineering, Electrical & Electronic

Deep Learning in Neuroimaging: Promises and challenges

Weizheng Yan et al.

Summary: This article discusses the application of deep learning in four important categories in the field of neuroimaging, highlighting recent progress and challenges in each category. It also provides guidelines for using deep learning in neuroimaging data and explores the future directions of deep learning in clinical applications.

IEEE SIGNAL PROCESSING MAGAZINE (2022)

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Article Neurosciences

Brain simulation as a cloud service: The Virtual Brain on EBRAINS

Michael Schirner et al.

Summary: The Virtual Brain (TVB) is an open-source service on the cloud research platform EBRAINS, providing software for constructing, simulating and analyzing brain network models. It offers features such as MRI processing pipelines and automatic conversion of model equations, facilitating online collaboration and data discovery.

NEUROIMAGE (2022)

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Review Psychiatry

The association between income inequality and adult mental health at the subnational level-a systematic review

Marc S. Tibber et al.

Summary: The systematic review found that area-level income inequality is associated with poorer mental health, supporting the Income Inequality Hypothesis. Although there were some limitations in the literature, the results suggest the introduction of social, economic, and public health policies to alleviate the deleterious effects of income inequality.

SOCIAL PSYCHIATRY AND PSYCHIATRIC EPIDEMIOLOGY (2022)

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Article Environmental Sciences

World Settlement Footprint 3D-A first three-dimensional survey of the global building stock

Thomas Esch et al.

Summary: Settlements, particularly cities, face key challenges related to global change and sustainable development. However, there is currently no consistent and detailed survey of the distribution and concentration of the building stock worldwide. To address this data gap, an approach was developed to map key characteristics of the world's building stock in unprecedented spatial detail for every settlement. The resulting World Settlement Footprint 3D dataset provides valuable and globally consistent information on the built environment, enabling a wide range of environmental, socioeconomic, and climatological studies.

REMOTE SENSING OF ENVIRONMENT (2022)

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Review Environmental Sciences

Neuroinflammation and Neurodegeneration of the Central Nervous System from Air Pollutants: A Scoping Review

Frances Vivienne Armas et al.

Summary: This scoping review provides an overview of the global literature on the impact of air pollution on the life-span development of the central nervous system. The study found that neurotoxicants in air pollution can have cascade effects on the developing brain, leading to abnormal neurological outcomes. Air pollution also accelerates neurological aging and is closely linked with neuroinflammation. However, research suggests that short-term improvements in air quality are possible, as seen during COVID-19 lockdowns. Furthermore, the study of mitohormesis and vitagenes shows promise in combating the deleterious effects of air pollution through pharmacological and dietary interventions.

TOXICS (2022)

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Review Environmental Sciences

The Effect of Global Warming on Complex Disorders (Mental Disorders, Primary Hypertension, and Type 2 Diabetes)

Sarya Natur et al.

Summary: Multiple studies suggest a strong link between global warming and complex disorders. This review summarizes the research on mental disorders, primary hypertension, and type 2 diabetes, and discusses potential mechanisms mediating the impact of global warming on these disorders.

INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2022)

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Article Psychiatry

Technology and Mental Health: State of the Art for Assessment and Treatment

Philip D. Harvey et al.

AMERICAN JOURNAL OF PSYCHIATRY (2022)

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Review Biochemistry & Molecular Biology

How COVID-19 shaped mental health: from infection to pandemic effects

Brenda W. J. H. Penninx et al.

Summary: The COVID-19 pandemic has posed a threat to global mental health, both indirectly through societal changes and directly through neuropsychiatric sequelae after SARS-CoV-2 infection. While there has been a small increase in self-reported mental health problems, it has not translated into significant increases in mental disorders, self-harm, or suicide rates at the population level. COVID-19 itself has been associated with acute and post-acute neuropsychiatric sequelae, including fatigue, cognitive impairments, anxiety, and depressive symptoms. Longitudinal data at the (neuro)biological, individual, and societal levels are needed to understand the long-term impact of COVID-19 on mental health.

NATURE MEDICINE (2022)

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Article Neurosciences

Associations between brain imaging and polygenic scores of mental health and educational attainment in children aged 9-11

Sara Fernandez-Cabello et al.

Summary: Psychiatric disorders are highly heritable and polygenic, and their neurodevelopmental antecedents play crucial roles. However, research on youth populations is limited, hindering the early characterization of these disorders. This study used brain imaging and genetic scores to explore the associations between psychiatric disorders and brain structure in children, revealing various modes of covariation.

NEUROIMAGE (2022)

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Article Multidisciplinary Sciences

The mental health benefits of visiting canals and rivers: An ecological momentary assessment study

Nicol Bergou et al.

Summary: This study investigates the association between visits to canals and rivers and mental wellbeing, and found a positive association between such visits and higher levels of mental wellbeing, which is not influenced by age, gender, and diagnosis of mental illness.

PLOS ONE (2022)

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Article Cell & Tissue Engineering

High-content phenotyping of Parkinson's disease patient stem cell-derived midbrain dopaminergic neurons using machine learning classification

Aurore Vuidel et al.

Summary: Combining multiple cellular phenotypes can improve the accuracy of midbrain dopaminergic neuron models for Parkinson's disease. Machine learning classification can detect chemical compound treatments related to LRRK2.

STEM CELL REPORTS (2022)

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Review Neurosciences

Promises and pitfalls of deep neural networks in neuroimaging-based psychiatric research

Fabian Eitel et al.

Summary: This article introduces the application of deep neural networks in medical imaging for more accurate diagnostics and treatment recommendations, and discusses current challenges such as training models on small, biased data sets and algorithmic bias.

EXPERIMENTAL NEUROLOGY (2021)

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Article Computer Science, Interdisciplinary Applications

Decentralized Multisite VBM Analysis During Adolescence Shows Structural Changes Linked to Age, Body Mass Index, and Smoking: a COINSTAC Analysis

Harshvardhan Gazula et al.

Summary: The COINSTAC framework allows neuroimaging researchers to integrate data from multiple sites across different countries for decentralized voxel-based brain imaging data analysis, revealing structural changes related to age, BMI, and smoking.

NEUROINFORMATICS (2021)

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Article Multidisciplinary Sciences

Air pollution interacts with genetic risk to influence cortical networks implicated in depression

Zhi Li et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2021)

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Article Biochemistry & Molecular Biology

Identifying biological markers for improved precision medicine in psychiatry

Erin Burke Quinlan et al.

MOLECULAR PSYCHIATRY (2020)

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Article Biochemistry & Molecular Biology

CHIMGEN: a Chinese imaging genetics cohort to enhance cross-ethnic and cross-geographic brain research

Qiang Xu et al.

MOLECULAR PSYCHIATRY (2020)

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Review Cell Biology

Organoid and Assembloid Technologies for Investigating Cellular Crosstalk in Human Brain Development and Disease

Rebecca M. Marton et al.

TRENDS IN CELL BIOLOGY (2020)

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Article Psychiatry

Association of Gray Matter and Personality Development With Increased Drunkenness Frequency During Adolescence

Gabriel H. Robert et al.

JAMA PSYCHIATRY (2020)

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Patterns of sociocognitive stratification and perinatal risk in the child brain

Dag Alnaes et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2020)

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Article Engineering, Environmental

Global Estimates and Long-Term Trends of Fine Particulate Matter Concentrations (1998-2018)

Melanie S. Hammer et al.

ENVIRONMENTAL SCIENCE & TECHNOLOGY (2020)

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Article Multidisciplinary Sciences

A harmonized global nighttime light dataset 1992-2018

Xuecao Li et al.

SCIENTIFIC DATA (2020)

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Article Biotechnology & Applied Microbiology

Generation of human striatal organoids and cortico-striatal assembloids from human pluripotent stem cells

Yuki Miura et al.

NATURE BIOTECHNOLOGY (2020)

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Article Ethics

Neuroethics and Philosophy in Responsible Research and Innovation: The Case of the Human Brain Project

Arleen Salles et al.

NEUROETHICS (2019)

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Article Psychology, Biological

Identification of neurobehavioural symptom groups based on shared brain mechanisms

Alex Ing et al.

NATURE HUMAN BEHAVIOUR (2019)

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Article Environmental Sciences

The CAMS reanalysis of atmospheric composition

Antje Inness et al.

ATMOSPHERIC CHEMISTRY AND PHYSICS (2019)

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Article Biochemical Research Methods

Generation and assembly of human brain region-specific three-dimensional cultures

Steven A. Sloan et al.

NATURE PROTOCOLS (2018)

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Article Multidisciplinary Sciences

Empirical evidence of mental health risks posed by climate change

Nick Obradovich et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2018)

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Article Meteorology & Atmospheric Sciences

Climate Feedback on Aerosol Emission and Atmospheric Concentrations

Ina Tegen et al.

CURRENT CLIMATE CHANGE REPORTS (2018)

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Review Psychology, Clinical

Latent variable mixture modeling in psychiatric research - a review and application

J. Miettunen et al.

PSYCHOLOGICAL MEDICINE (2016)

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World Psychiatry (2016)

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Article Neurosciences

Understanding Heterogeneity in Clinical Cohorts Using Normative Models: Beyond Case-Control Studies

Andre F. Marquand et al.

BIOLOGICAL PSYCHIATRY (2016)

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Article Psychiatry

Exposure to environmental factors increases connectivity between symptom domains in the psychopathology network

Sinan Guloksuz et al.

BMC PSYCHIATRY (2016)

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Article Medicine, General & Internal

Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990-2015: a systematic analysis for the Global Burden of Disease Study 2015

Mohammad H. Forouzanfar et al.

LANCET (2016)

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Article Multidisciplinary Sciences

Neural basis of reward anticipation and its genetic determinants

Tianye Jia et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2016)

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Article Neuroimaging

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HUMAN BRAIN MAPPING (2016)

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Article Biochemistry & Molecular Biology

Modeling psychiatric disorders for developing effective treatments

Tobias Kaiser et al.

NATURE MEDICINE (2015)

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A positive-negative mode of population covariation links brain connectivity, demographics and behavior

Stephen M. Smith et al.

NATURE NEUROSCIENCE (2015)

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Article Environmental Sciences

Analyzing the heat island magnitude and characteristics in one hundred Asian and Australian cities and regions

M. Santamouris

SCIENCE OF THE TOTAL ENVIRONMENT (2015)

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Article Geography, Physical

Global, 30-m resolution continuous fields of tree cover: Landsat-based rescaling of MODIS vegetation continuous fields with lidar-based estimates of error

Joseph O. Sexton et al.

INTERNATIONAL JOURNAL OF DIGITAL EARTH (2013)

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Article Multidisciplinary Sciences

Cerebral organoids model human brain development and microcephaly

Madeline A. Lancaster et al.

NATURE (2013)

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Warming-induced increase in aerosol number concentration likely to moderate climate change

Pauli Paasonen et al.

NATURE GEOSCIENCE (2013)

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Article Multidisciplinary Sciences

Bayesian probabilistic population projections for all countries

Adrian E. Raftery et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2012)

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Article Multidisciplinary Sciences

Neighborhood Effects on the Long-Term Well-Being of Low-Income Adults

Jens Ludwig et al.

SCIENCE (2012)

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Linked independent component analysis for multimodal data fusion

Adrian R. Groves et al.

NEUROIMAGE (2011)

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Article Biochemistry & Molecular Biology

The IMAGEN study: reinforcement-related behaviour in normal brain function and psychopathology

G. Schumann et al.

MOLECULAR PSYCHIATRY (2010)

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Article Multidisciplinary Sciences

The environment and schizophrenia

Jim van Os et al.

NATURE (2010)

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Definitions and distinctions among depressive syndromes and symptoms: Implications for a better understanding of the depression-cardiovascular disease association

KW Davidson et al.

PSYCHOSOMATIC MEDICINE (2005)

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